基本信息
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Bio
My research tightly integrates interactive visualization with machine learning or data mining techniques to help users consume huge amounts of information.
Explainable artificial intelligence
Visual analytics techniques for machine learnig, Including 1) understand, diagnose, and refine a machine learning model; 2) improve data quality and feature quality.
Visual text analytics
Combine the advantages of text mining and interactive visualization to facilitate visual analytics of large-scale textual data.
Text mining
Develop statistical text mining methods to understand complex text data, including evolutionary text clustering, topic modeling, and sentiment analysis.
Explainable artificial intelligence
Visual analytics techniques for machine learnig, Including 1) understand, diagnose, and refine a machine learning model; 2) improve data quality and feature quality.
Visual text analytics
Combine the advantages of text mining and interactive visualization to facilitate visual analytics of large-scale textual data.
Text mining
Develop statistical text mining methods to understand complex text data, including evolutionary text clustering, topic modeling, and sentiment analysis.
Research Interests
Papers共 240 篇Author StatisticsCo-AuthorSimilar Experts
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期刊级别
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合作机构
IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICSno. 1 (2024): 240-250
IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICSno. 3 (2024): 1837-1852
Changjian Chen, Jiashu Chen,Weikai Yang, Haoze Wang,Johannes Knittel, Xibin Zhao,Steffen Koch,Thomas Ertl,Shixia Liu
CoRRno. 99 (2024): 1-20
IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICSno. 1 (2024): 76-86
2023 IEEE VISUALIZATION AND VISUAL ANALYTICS, VISpp.201-205, (2023)
Computational Visual Mediano. 3 (2023): 399-424
CoRR (2023): 201-205
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